ARC.DEV
1 Intoduction
Hello, I’m Joseph from Morocco.
Inspired by Hans Rosling’s TED Talk, I taught myself data scraping, analysis, and visualization.
This non-academic approach has given me a unique perspective, as reflected in my projects—though it also means I may require a thorough onboarding process to align with team standards.
I’m open to starting as an intern, either full-time or part-time. Regarding time zones, I’m in UTC+1, but I’m flexible and can adjust my schedule to accommodate the team’s needs.
Feel free to reach me at joseph.ergo@proton.me, and to visit my website for more projects josephelhaddad.github.io.
This custom report, generated from processing 1.4 TB of public data locally, aims to explore the workforce dynamics of a company—up to 2020.
Essentially, I am doing research on a company that does research.
2 About the project
The project came to life after realizing that web scraping doesn’t allow deep-level filtering—without consuming too much time.The irony is, this project itself took me about a month, but the final RDB contains more data than I could ever scrape.
The raw data was 1.4 TB in size and holds information previously scraped.
Processing was done on my local machine using Python, Polars, and DuckDB, following this workflow:
- Processed raw data into structured Parquet files using Polars.
- Transformed each Parquet file into mini RDBs using Polars.
- Merged all mini RDBs into one using DuckDB.
- Analyzed and filtered data to fit the current project.
3 EDA
3.1 internet indestry’s yearly new recruit count
3.2 arc.dev’s workforce status over the years
4 Workforce sample
4.1 Ben Yeh
Job title: Back-end lead
Associated: True
Socials: https://linkedin.com/in/ocowchun
4.1.1 Ben Yeh’s working period at arc.dev
4.1.2 Gantt plot of Ben Yeh’s experience
4.2 Chien-Lin Tseng
Job title: Chief operations officer and co-founder
Associated: True
Socials: https://linkedin.com/in/gagetseng | https://linkedin.com/in/chien-lin-gage-tseng-77141911
4.2.1 Chien-Lin Tseng’s working period at arc.dev
4.2.2 Gantt plot of Chien-Lin Tseng’s experience
4.3 Chien-Tung Ho
Job title: Growth lead
Associated: True
Socials: https://linkedin.com/in/chien-tung-ho-53507938 | https://github.com/chientungho
4.3.1 Chien-Tung Ho’s working period at arc.dev
4.3.2 Gantt plot of Chien-Tung Ho’s experience
4.4 Christine Orchard
Job title: Head of marketing
Associated: True
Socials: https://linkedin.com/in/christineorchard | https://facebook.com/christineaorchard
4.4.1 Christine Orchard’s working period at arc.dev
4.4.2 Gantt plot of Christine Orchard’s experience
4.5 Collins Abitekaniza
Job title: Senior software consultant
Associated: True
Socials: https://linkedin.com/in/collins-abitekaniza | https://facebook.com/collins.abitekaniza | https://twitter.com/colns_a
4.5.1 Collins Abitekaniza’s working period at arc.dev
4.5.2 Gantt plot of Collins Abitekaniza’s experience
4.6 Daphne Shen
Job title: Community manager
Associated: True
Socials: https://linkedin.com/in/daphne-shen-7b1926132 | https://facebook.com/daffffneee
4.6.1 Daphne Shen’s working period at arc.dev
4.6.2 Gantt plot of Daphne Shen’s experience
4.7 Debbie Chew
Job title: Senior marketing specialist
Associated: True
Socials: https://linkedin.com/in/debbiechew
4.7.1 Debbie Chew’s working period at arc.dev
4.7.2 Gantt plot of Debbie Chew’s experience
4.8 Jo Carter
Job title: Arc.dev and codementorx certified developer and peer technical interviewer
Associated: True
Socials: https://youtube.com/user/angelsk | https://facebook.com/jocarter | https://dribbble.com/angelsk | https://twitter.com/angelsk | https://linkedin.com/in/jocarter | https://meetup.com/members/70277782
4.8.1 Jo Carter’s working period at arc.dev
4.8.2 Gantt plot of Jo Carter’s experience
4.9 Joanne Guo
Job title: Product manager
Associated: True
Socials: https://linkedin.com/in/joanneguo25
4.9.1 Joanne Guo’s working period at arc.dev
4.9.2 Gantt plot of Joanne Guo’s experience
4.10 Jovian Gautama
Job title: Podcast host and producer
Associated: True
Socials: https://facebook.com/faustinusjoe | https://linkedin.com/in/jovian-gautama | https://linkedin.com/in/jovian-gautama-b19b7492
4.10.1 Jovian Gautama’s working period at arc.dev
4.10.2 Gantt plot of Jovian Gautama’s experience
4.11 Joyce Lee
Job title: ****
Associated: True
Socials: https://linkedin.com/in/joycelee11 | https://twitter.com/joycelee11
4.11.1 Joyce Lee’s working period at arc.dev
4.11.2 Gantt plot of Joyce Lee’s experience
4.12 Levan Ilashvili
Job title: Senior software engineer
Associated: True
Socials: https://facebook.com/injavawetrust | https://angel.co/levan-ilashvili | https://gravatar.com/levanilashvili | https://linkedin.com/in/levanilashvili | https://twitter.com/levanilashvili | https://pinterest.com/meandmyrobot | https://foursquare.com/user/58400825 | https://github.com/levanilashvili | https://klout.com/levanilashvili
4.12.1 Levan Ilashvili’s working period at arc.dev
4.12.2 Gantt plot of Levan Ilashvili’s experience
4.13 Michael Fossi
Job title: Vice president of sales
Associated: True
Socials: https://foursquare.com/user/7711333 | https://linkedin.com/in/michael-fossi-169b986 | https://twitter.com/mfoss2011 | https://linkedin.com/in/michaelfossi
4.13.1 Michael Fossi’s working period at arc.dev
4.13.2 Gantt plot of Michael Fossi’s experience
4.14 Oliver Lin
Job title: Front-end lead
Associated: True
Socials: https://flickr.com/people/oliver_lin1988 | https://github.com/oliverlin | https://gravatar.com/oliverlin223 | https://twitter.com/linchong223 | https://facebook.com/linchong223 | https://klout.com/linchong223 | https://linkedin.com/in/oliverlin23
4.14.1 Oliver Lin’s working period at arc.dev
4.14.2 Gantt plot of Oliver Lin’s experience
4.15 Paul Thompson
Job title: Hiring consultant
Associated: True
Socials: https://linkedin.com/in/paulthompson01 | https://linkedin.com/in/paul-thompson-99051a64
4.15.1 Paul Thompson’s working period at arc.dev
4.15.2 Gantt plot of Paul Thompson’s experience
4.16 Rivers Evans
Job title: Director of sales
Associated: False
Socials: https://twitter.com/riversevans | https://facebook.com/rivers.evans | https://gravatar.com/riversevans | https://linkedin.com/in/riversevans | https://linkedin.com/in/rivers-evans-0627a913 | https://linkedin.com/in/freelance-developers | https://angel.co/rivers-evans | https://klout.com/riversevans
4.16.1 Rivers Evans’s working period at arc.dev
4.16.2 Gantt plot of Rivers Evans’s experience
4.17 Yang-Hsing Lin
Job title: Director of engineering and founding team member
Associated: True
Socials: https://linkedin.com/in/yang-hsing-lin-47264a72
4.17.1 Yang-Hsing Lin’s working period at arc.dev
4.17.2 Gantt plot of Yang-Hsing Lin’s experience
4.18 Yu-Tang Cheng
Job title: Product manager
Associated: True
Socials: https://linkedin.com/in/yu-tang-cheng | https://linkedin.com/in/yu-tang-cheng-a7268963 | https://facebook.com/yutang.h.cheng